Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Mastering Predictive Analytics with scikit-learn and TensorFlow

You're reading from   Mastering Predictive Analytics with scikit-learn and TensorFlow Implement machine learning techniques to build advanced predictive models using Python

Arrow left icon
Product type Paperback
Published in Sep 2018
Publisher Packt
ISBN-13 9781789617740
Length 154 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Alvaro Fuentes Alvaro Fuentes
Author Profile Icon Alvaro Fuentes
Alvaro Fuentes
Arrow right icon
View More author details
Toc

Introduction to ANNs

ANNs are biologically inspired computational models that can be used to train a computer to perform a task using data. These models are part of the broad category of machine learning models. The distinction between these models and others is that these models are based on a collection of connected units called artificial neurons.

There are many types of ANNs and, in this book, we will use one specific type, which is called the multilayer perceptron (MLP). Please note that there are a lot more variations of ANNs. These are machine learning models and we can use them for classification and regression tasks, but we can actually extend these models and apply them to other very specific tasks such as computer vision, speech recognition, and machine translation. These models are the basis of the exciting and growing field of deep learning, which has been really...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime